Guidelines for bioinformatics of single-cell sequencing data analysis in Alzheimer's disease: review, recommendation, implementation and application

M Wang, W Song, C Ming, Q Wang, X Zhou… - Molecular …, 2022 - Springer
Alzheimer's disease (AD) is the most common form of dementia, characterized by
progressive cognitive impairment and neurodegeneration. Extensive clinical and genomic …

Single-cell network biology for resolving cellular heterogeneity in human diseases

J Cha, I Lee - Experimental & molecular medicine, 2020 - nature.com
Understanding cellular heterogeneity is the holy grail of biology and medicine. Cells
harboring identical genomes show a wide variety of behaviors in multicellular organisms …

A new gene set identifies senescent cells and predicts senescence-associated pathways across tissues

D Saul, RL Kosinsky, EJ Atkinson, ML Doolittle… - Nature …, 2022 - nature.com
Although cellular senescence drives multiple age-related co-morbidities through the
senescence-associated secretory phenotype, in vivo senescent cell identification remains …

Single-cell biological network inference using a heterogeneous graph transformer

A Ma, X Wang, J Li, C Wang, T Xiao, Y Liu… - Nature …, 2023 - nature.com
Single-cell multi-omics (scMulti-omics) allows the quantification of multiple modalities
simultaneously to capture the intricacy of complex molecular mechanisms and cellular …

Single-cell RNA-seq reveals ectopic and aberrant lung-resident cell populations in idiopathic pulmonary fibrosis

TS Adams, JC Schupp, S Poli, EA Ayaub… - Science …, 2020 - science.org
We provide a single-cell atlas of idiopathic pulmonary fibrosis (IPF), a fatal interstitial lung
disease, by profiling 312,928 cells from 32 IPF, 28 smoker and nonsmoker controls, and 18 …

[HTML][HTML] Platelet-instructed SPP1+ macrophages drive myofibroblast activation in fibrosis in a CXCL4-dependent manner

K Hoeft, GJL Schaefer, H Kim, D Schumacher… - Cell Reports, 2023 - cell.com
Fibrosis represents the common end stage of chronic organ injury independent of the initial
insult, destroying tissue architecture and driving organ failure. Here we discover a …

Quiescent cancer cells resist T cell attack by forming an immunosuppressive niche

P Baldominos, A Barbera-Mourelle, O Barreiro… - Cell, 2022 - cell.com
Immunotherapy is a promising treatment for triple-negative breast cancer (TNBC), but
patients relapse, highlighting the need to understand the mechanisms of resistance. We …

Spatial Transcriptomics-correlated Electron Microscopy maps transcriptional and ultrastructural responses to brain injury

P Androvic, M Schifferer, K Perez Anderson… - Nature …, 2023 - nature.com
Understanding the complexity of cellular function within a tissue necessitates the
combination of multiple phenotypic readouts. Here, we developed a method that links …

Brassinosteroid gene regulatory networks at cellular resolution in the Arabidopsis root

TM Nolan, N Vukašinović, CW Hsu, J Zhang… - Science, 2023 - science.org
Brassinosteroids are plant steroid hormones that regulate diverse processes, such as cell
division and cell elongation, through gene regulatory networks that vary in space and time …

The single-cell eQTLGen consortium

MGP van der Wijst, DH De Vries, HE Groot, G Trynka… - elife, 2020 - elifesciences.org
In recent years, functional genomics approaches combining genetic information with bulk
RNA-sequencing data have identified the downstream expression effects of disease …